{"id":"W2791595487","doi":"10.2196/resprot.5912","title":"Outcome of Critically ill Patients Undergoing Mandatory Insulin Therapy Compared to Usual Care Insulin Therapy: Protocol for a Pilot Randomized Controlled Trial ","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Intensive care unit; Renal replacement therapy; Observational study; Intensive care medicine; Intensive care; Insulin; Mechanical ventilation; Emergency medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0484076,0.008962229,0.01507383,0.003255056,0.003278689,0.005887462,0.003975975,0.008077163,0.05020263],"category_scores_gemma":[0.05491486,0.003230371,0.009112892,0.004438818,0.005156127,0.004313369,0.002700742,0.009380481,0.009839323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005907324,"about_ca_system_score_gemma":0.01286047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635287,"about_ca_topic_score_gemma":0.00237213,"domain_scores_codex":[0.9535839,0.03140423,0.005063624,0.003005837,0.004043429,0.002898932],"domain_scores_gemma":[0.9761632,0.008179328,0.004888917,0.003442071,0.005169051,0.002157334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9335318,0.007064356,0.0008231967,0.02007641,0.004637301,0.0003084222,0.0002964495,0.002163443,0.001464446,0.003833832,0.01220033,0.01360008],"study_design_scores_gemma":[0.9526226,0.01928706,0.0011896,0.002958,0.001732208,0.00007485303,0.0001120109,0.002529796,0.0007392017,0.00227048,0.01638738,0.00009689648],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001426861,0.0002335206,0.001271388,0.0001924379,0.0003987958,0.9951268,0.0007109137,0.0001004567,0.0005387405],"genre_scores_gemma":[0.001751166,0.0001005442,0.001682794,0.0001485473,0.00004889029,0.9958681,0.0001472772,0.000006742014,0.0002460149],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05020263,"threshold_uncertainty_score":0.2560069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842482216554393,"score_gpt":0.5204039945066231,"score_spread":0.3361557728511838,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}